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Duration 14 hours
Course Outline
Introduction to Claude for Data Workflows
- Gaining an understanding of Claude’s analytical capabilities
- Establishing prompting fundamentals for structured data tasks
- Formulating business queries and analytical prompts
Exploratory Data Analysis using Claude
- Cleaning and preparing datasets via natural language directives
- Summarizing key patterns, trends, and distributions
- Detecting insights and potential anomalies
Leveraging Claude for SQL Generation
- Drafting queries through conversational instructions
- Analyzing query logic and optimization strategies
- Converting business questions into executable SQL
Dashboard Planning and BI Requirements Design
- Structuring dashboards and visual layouts with Claude
- Defining KPIs and data models via AI-assisted reasoning
- Drafting specifications for BI and reporting teams
Interpreting BI Outputs with Claude
- Describing charts, metrics, and dashboard components
- Extracting actionable insights from visual data
- Creating business-ready narratives and summaries
Automation and BI Workflow Acceleration
- Implementing template-based prompting for recurring reporting tasks
- Generating documentation for BI processes
- Utilizing Claude as a co-pilot for analytical decision-making
Integrating Claude with BI and Data Tools
- Collaborating between Claude and spreadsheets or BI platforms
- Optimizing data input structure for high-quality AI output
- Addressing privacy, security, and compliance requirements
Advanced Reasoning for Business Decisions
- Modeling scenarios and assessing impact
- Evaluating options using structured decision frameworks
- Blending human judgment with AI-supported reasoning
Conclusion and Next Steps
Requirements
- A solid grasp of fundamental data concepts
- Proficiency with spreadsheets or BI platforms
- Comfort in interpreting charts and reports
Target Audience
- Business analysts
- Data analysts
- BI specialists
Testimonials (2)
Learning how to prompt Claude and use it to digest all of the data I have available.
Mike Hartleroad - Furniture Row
Course - Claude AI for Data Analysis and Business Intelligence
How powerful, and versatile claude is, and the importance of crafting prompts and pushing the application to refine deliverables.